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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3111–3120 of 14581 papers

Title	Date	Tasks	Status	Hype
Applications of the Streaming Networks	Mar 27, 2020	ClassificationGeneral Classification	—Unverified	0
Classification under local differential privacy	Dec 10, 2019	Binary ClassificationClassification	—Unverified	0
Applying an Ensemble Learning Method for Improving Multi-label Classification Performance	Jan 7, 2018	ClassificationEnsemble Learning	—Unverified	0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability	Dec 1, 2020	ClassificationFairness	—Unverified	0
Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees	May 30, 2016	ClassificationGeneral Classification	—Unverified	0
Applying a random projection algorithm to optimize machine learning model for breast lesion classification	Sep 9, 2020	BIG-bench Machine LearningDimensionality Reduction	—Unverified	0
Classification using Hyperdimensional Computing: A Review	Apr 19, 2020	BinarizationClassification	—Unverified	0
Applying Core Scientific Concepts to Context-Based Citation Recommendation	May 1, 2016	Citation RecommendationGeneral Classification	—Unverified	0
Classification using log Gaussian Cox processes	May 16, 2014	ClassificationGeneral Classification	—Unverified	0
An Evaluation of Classification and Outlier Detection Algorithms	May 2, 2018	ClassificationGeneral Classification	—Unverified	0

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified